Mastering Amazon Sagemaker Unified Studio

所在平台: Udemy

课程主页: https://www.udemy.com/course/amazon-sagemaker-unified-data-studio/

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课程简介

课程名称:掌握亚马逊 SageMaker 统一工作室 课程概述:本课程旨在让学员深入探索亚马逊 SageMaker 统一工作室的变革能力,是为数据和人工智能领域的初学者及中级爱好者设计的首批综合学习体验之一。课程内容涵盖 SageMaker 统一工作室的基本要素,这是一个用户友好的工具,用于简化构建数据管道、执行分析工作流和创建 AI 驱动的产品。课程以可及性为重点,提供了有效利用该平台所需的基础知识。 参与者将获得实践经验,使用 SageMaker 统一工作室实施探索性数据分析(EDA)、数据分析、人工智能和生成性人工智能实践。课程从管理最佳实践开始,涵盖构建可视化ETL工作流,例如 AI 开发管道,使参与者能够无缝使用 Spark 数据进行 ETL 并创建具有影响力的数据产品。此外,学习者将探索如何在统一分析环境中有效管理和治理数据,应用 AWS 的最佳实践应对真实场景。 课程强调实用应用和不断演变的行业标准,帮助学员自信地开启数据和人工智能之旅。无论你是开发人员、工程经理还是决策者,这门适合初学者的课程都提供了成功构建创新数据解决方案和为动态数据与人工智能世界的职业生涯做准备的基础工具。随着 SageMaker 统一工作室从预览版转向正式发布(GA),本课程也将不断进化,确保与最新特性和行业发展保持一致。

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Explore the transformative capabilities of Amazon SageMaker Unified Studio in this introductory course, crafted as one of the first comprehensive learning experiences for beginners and intermediate-level enthusiasts in the fields of data and AI. This course dives into the essentials of SageMaker Unified Studio, a user-friendly tool designed to simplify building data pipelines, executing analytical workflows, and creating AI-driven products. With a focus on accessibility, it provides the foundational knowledge needed to start leveraging this platform effectively.Participants will gain hands-on experience in implementing exploratory data analysis (EDA), data analytics, AI, and generative AI practices using SageMaker Unified Studio. Starting with administrative best practices, the course includes constructing visual ETL workflows, such as AI development pipelines, enabling participants to ETL using Spark data seamlessly and create impactful data products. Additionally, learners will explore how to manage and govern data effectively within a unified analytics environment, applying AWS best practices for real-world scenarios. With an emphasis on practical applications and evolving industry standards, this course empowers attendees to confidently embark on their data and AI journey.Whether you are a developer, an engineering manager, or a decision-maker, this beginner-friendly course provides the foundational tools to succeed in building innovative data solutions and preparing for a career in the dynamic world of data and AI. As SageMaker Unified Studio moves from preview to general availability (GA), this course will continue to evolve, ensuring it remains aligned with the latest features and industry developments.

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